A review of tunnel fire evacuation strategies and state-of-the-art research in China

Y Zhang, X Huang - Fire Technology, 2024 - Springer
After over 30 years of fast economic development and massive construction of
infrastructures, China now owns the largest total length of tunnels in the world. However …

Fire-retarding asphalt pavement for urban road tunnels: a state-of-the-art review and beyond

X Jiang, H Zhu, Z Yan, F Zhang, X Huang, Z Leng… - Fire Technology, 2024 - Springer
With the rapid urbanization and development of metropolises, urban road tunnels have been
constructed at an increasing rate, significantly alleviating urban traffic pressure, and …

Automatic real-time fire distance, size and power measurement driven by stereo camera and deep learning

Z Wang, Y Ding, T Zhang, X Huang - Fire Safety Journal, 2023 - Elsevier
Automatic real-time fire characterization is a crucial requirement of future smart firefighting.
This work proposes a novel computer vision method to automatically measure the fire heat …

Study on construction safety management in megaprojects from the perspective of resilient governance

K Liu, Y Liu, Y Kou - Safety science, 2024 - Elsevier
The interior and exterior environments of megaprojects are extremely complex and
construction safety has long been a concern. However, effective prevention, response and …

[HTML][HTML] Fire modelling framework for investigating tall building fire: A case study of the Plasco Building

AA Khan, MA Khan, RVV Domada, X Huang… - Case Studies in Thermal …, 2023 - Elsevier
Fire can damage structures severely and even cause the building collapse. Structural and
fire engineers must carry out a comprehensive forensic investigation of major structural …

[HTML][HTML] AIoT-enabled digital twin system for smart tunnel fire safety management

X Zhang, Y Jiang, X Wu, Z Nan, Y Jiang, J Shi… - Developments in the …, 2024 - Elsevier
High traffic flow in a confined tunnel makes fire safety a critical issue. This paper proposed a
digital twin framework for tunnel fire safety management in real-time, driven by dynamic …

Smart Fire Safety Management System (SFSMS) Connected with Energy Management for Sustainable Service in Smart Building Infrastructures

S Park, S Lee, H Jang, G Yoon, M Choi, B Kang, K Cho… - Buildings, 2023 - mdpi.com
The scale of human accidents and the resultant damage has increased due to recent large-
scale urban (building) fires, meaning there is a need to devise an effective strategy for urban …

[HTML][HTML] Physics-based model and data dual-driven approaches for predictive evacuation

Y Zhang, Z Yan, H Zhu, P Tang - Developments in the Built Environment, 2023 - Elsevier
Physics-based models or data-driven methodologies can help acquire the evacuation
process for optimizing evacuation and rescue plans. However, neither of these …

Robot-assisted pedestrian evacuation in fire scenarios based on deep reinforcement learning

CY Li, F Zhang, L Chen - Chinese Journal of Physics, 2024 - Elsevier
Indoor fires pose a significant challenge to the safe evacuation of pedestrians. In response
to fire hazards, pedestrians instinctively seek alternative evacuation routes to avoid the …

Identification and precise control of disaster-causing hazards in metro operation and maintenance: A new method for improving metro operation safety based on data …

X Ding, H Hu, Y Hu, J Jin, Z Liu, H Pan, G Shi - Computers & Industrial …, 2025 - Elsevier
In metro operation, hazard source management is of crucial significance, as any oversight
could trigger disasters during the super-networked operation mode. Therefore, figuring out …